Learning Rigid Image Registration - Utilizing Convolutional Neural Networks for Medical Image Registration

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies ◽

10.5220/0006543700890099 ◽

2018 ◽

Author(s):

J. M. Sloan ◽

K. A. Goatman ◽

J. P. Siebert

Keyword(s):

Neural Networks ◽

Image Registration ◽

Convolutional Neural Networks ◽

Medical Image ◽

Medical Image Registration

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End to End Unsupervised Rigid Medical Image Registration by Using Convolutional Neural Networks

10.1109/embc46164.2021.9630351 ◽

2021 ◽

Author(s):

Huiying Liu ◽

Yanling Chi ◽

Jiawei Mao ◽

Xiaoxiang Wu ◽

Zhiqiang Liu ◽

...

Keyword(s):

Neural Networks ◽

Image Registration ◽

Convolutional Neural Networks ◽

Medical Image ◽

Medical Image Registration ◽

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Medical image registration based on self-adapting pulse-coupled neural networks and mutual information

Neural Computing and Applications ◽

10.1007/s00521-015-1985-x ◽

2015 ◽

Vol 27 (7) ◽

pp. 1917-1926 ◽

Author(s):

Guanying Wang ◽

Xinzheng Xu ◽

Xiangying Jiang ◽

Shifei Ding

Keyword(s):

Neural Networks ◽

Image Registration ◽

Mutual Information ◽

Medical Image ◽

Medical Image Registration ◽

Coupled Neural Networks ◽

Pulse Coupled Neural Networks

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Applications of Optimizing Neural Networks in Medical Image Registration

Artificial Neural Networks in Medicine and Biology - Perspectives in Neural Computing ◽

10.1007/978-1-4471-0513-8_13 ◽

2000 ◽

pp. 99-104

Author(s):

Anand Rangarajan ◽

Haili Chui

Keyword(s):

Neural Networks ◽

Image Registration ◽

Medical Image ◽

Medical Image Registration

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Medical Image Registration using Cascaded Pulse Coupled Neural Networks

Information Technology Journal ◽

10.3923/itj.2011.1733.1739 ◽

2011 ◽

Vol 10 (9) ◽

pp. 1733-1739 ◽

Author(s):

Changtao He ◽

Fangnian Lang ◽

Hongliang Li

Keyword(s):

Neural Networks ◽

Image Registration ◽

Medical Image ◽

Medical Image Registration ◽

Coupled Neural Networks ◽

Pulse Coupled Neural Networks

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Medical image registration using deep neural networks: A comprehensive review

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2020.106767 ◽

2020 ◽

Vol 87 ◽

pp. 106767

Author(s):

Hamid Reza Boveiri ◽

Raouf Khayami ◽

Reza Javidan ◽

Alireza Mehdizadeh

Keyword(s):

Neural Networks ◽

Image Registration ◽

Medical Image ◽

Deep Neural Networks ◽

Medical Image Registration ◽

Comprehensive Review

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Medical Image Registration Based on Feed-forward Neural Networks and Directional Discrete Cosine Transform

International Journal Of Engineering And Computer Science ◽

10.18535/ijecs/v5i8.63 ◽

2016 ◽

Author(s):

Tamer A. A. Alzohair ◽

Keyword(s):

Neural Networks ◽

Image Registration ◽

Discrete Cosine Transform ◽

Medical Image ◽

Medical Image Registration ◽

Feed Forward ◽

Cosine Transform ◽

Feed Forward Neural Networks

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An Improved Convolutional Neural Network for 3D Unsupervised Medical Image Registration

2020 IEEE 6th International Conference on Computer and Communications (ICCC) ◽

10.1109/iccc51575.2020.9344977 ◽

2020 ◽

Author(s):

Gangcheng Cai ◽

Jiajun Wang ◽

Zheru Chi

Keyword(s):

Neural Network ◽

Image Registration ◽

Convolutional Neural Network ◽

Medical Image ◽

Medical Image Registration

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Research on Medical Image Registration Based on Graphic Neural Network Reinforcement Learning

Journal of Physics Conference Series ◽

10.1088/1742-6596/1693/1/012131 ◽

2020 ◽

Vol 1693 ◽

pp. 012131

Author(s):

Zhejia Dong

Keyword(s):

Neural Network ◽

Reinforcement Learning ◽

Image Registration ◽

Medical Image ◽

Medical Image Registration

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An Unsupervised Approach for 3D Medical Image Registration

Proceedings of the 2019 7th International Conference on Information Technology: IoT and Smart City ◽

10.1145/3377170.3377273 ◽

2019 ◽

Author(s):

Yingjun Ma ◽

Jinshuo Zhang ◽

Dongmei Niu ◽

Muhammad Umair Hassan ◽

Xiuyang Zhao

Keyword(s):

Image Registration ◽

Medical Image ◽

Medical Image Registration ◽

Unsupervised Approach

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Convolutional neural networks in medical image understanding: a survey

Evolutionary Intelligence ◽

10.1007/s12065-020-00540-3 ◽

2021 ◽

Author(s):

D. R. Sarvamangala ◽

Raghavendra V. Kulkarni

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Medical Image ◽

Image Understanding ◽

Medical Image Understanding

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